Besides keywords, recent studies have also explored using knowledge graphs (KGs) for representing conversation topics and topic shift
[1]}, [2]}, [3]}, [4]}.
A mentioning of a KG entity in a dialog turn indicates that the entity is the topic being discussed. Topic shifting can be modeled as transitions among KG entities through edges.
